Matchmaking is the existing automated process in League of Legends that matches a player to and against other players in games. The system estimates how good a player is based on whom the player beats and to whom the player loses. It knows pre-made teams are an advantage, so it gives pre-made teams tougher opponents than if each player had queued alone or other premades of a similar total skill level Riot Games Inc. The basic concept is that the system over time understands how strong of a player you are, and attempts to place you in games with people of the same strength. As much as possible, the game tries to create matches that are a coin flip between players who are about the same skill. The Matchmaking System works along with a modified version of the Elo system.
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League of Legends Matchmaking Explained, Myths Debunked
machine learning - Suggestions for Matchmaking Algorithm - Data Science Stack Exchange
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The Elo [a] rating system is a method for calculating the relative skill levels of players in zero-sum games such as chess. It is named after its creator Arpad Elo , a Hungarian-American physics professor. The Elo system was originally invented as an improved chess-rating system over the previously used Harkness system , but is also used as a rating system in association football , American football , basketball ,  Major League Baseball , table tennis , board games such as Scrabble and Diplomacy , and esports , particularly Counter Strike: Global Offensive. The difference in the ratings between two players serves as a predictor of the outcome of a match.